Hardware Accelerator for Probabilistic Inference in 65-nm CMOS.
Osama Ullah KhanDavid D. WentzloffPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2016)
Keyphrases
- probabilistic inference
- silicon on insulator
- low cost
- graphical models
- circuit design
- cmos technology
- field programmable gate array
- approximate inference
- metal oxide semiconductor
- bayesian networks
- conditional probabilities
- message passing
- influence diagrams
- image sensor
- context specific independence
- weighted model counting
- ibm power processor
- low power
- hardware implementation
- elimination algorithm
- efficient inference
- exact inference
- bayesian belief networks
- high speed
- junction tree
- image processing
- variable elimination
- nm technology
- low voltage
- embedded systems
- decision trees